Dorien Herremans

2020

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Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds
Yin-Jyun Luo | Kin Wai Cheuk | Tomoyasu Nakano | Masataka Goto | Dorien Herremans
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling
Hao Hao Tan | Dorien Herremans
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
Yin-Jyun Luo | Kat Agres | Dorien Herremans
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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